TestMachine logo TESTMACHINE

Security Infrastructure
for Web3

From token risk scoring to deep protocol analysis — security that scales with the chain. Two products. Zero false positives.

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What We Build

Two products. One mission.

Product 01

Token Custody

Real-time risk scoring for 9M+ tokens across every EVM chain. Dangerous behaviors — confiscation, hidden minting, proxy manipulation — detected and classified automatically.

9M+ tokens · 7 chains · Zero false positives Explore Token Custody → Product 02

Azimuth

AI agents that actively attack your smart contracts in forked mainnet environments with real transaction execution. If Azimuth reports it, it was actually exploited — not just theoretically possible.

Zero false positives · Minutes, not weeks · Full PoC generation Explore Azimuth →
By the Numbers
0M+ Tokens analyzed
0% Rug pull detection accuracy
$0M+ In rug pulls identified from 11K token validation set
0 False positives in Coinbase evaluation
The Problem

Audits aren't working

$0B Stolen in 2024

Smart contract exploits, bridge hacks, and rug pulls drained billions from protocols that passed traditional audits.

$0B Single hack in 2025

The Bybit hack — one exploit, one day. The largest single loss in crypto history. The project had been audited.

$0B+ Lost since 2015

A decade of losses — and 100% of major exploits hit audited projects. The audit badge didn't help.

0% Of major hacks hit audited projects

Static audits can't keep pace with contracts that upgrade, markets that shift, and attackers that adapt.

The Difference

Static analysis vs dynamic execution

Static Analysis
Read code. Guess at bugs.
Scans source code for patterns that match known vulnerability signatures. Reports anything that looks suspicious.
1 Parse source code into AST
2 Match patterns against known vulnerability database
3 Report all matches as potential vulnerabilities
4 Team manually triages hundreds of alerts
Output: 200+ alerts, 95% false positives, weeks of triage
TestMachine Dynamic Execution
Run code. Prove exploits.
Forks the blockchain, deploys RL agents, and actually executes attack scenarios. Only reports what was demonstrably exploited.
1 Fork chain state with full economic context
2 Deploy RL agents with extraction reward function
3 Agents execute real transactions, explore state space
4 Generate PoC for each confirmed exploit path
Output: 2–5 confirmed findings, 0 false positives, PoC for each
Our Technology

Token Custody

Token Custody secures tokens at scale for Coinbase, exchanges, and DeFi protocols. Every token listed on-chain is analyzed for dangerous behaviors — confiscation, hidden minting, proxy manipulation — in real time. Over 9 million tokens analyzed. Zero false positives.

Token Custody — MORPHO token analysis showing contract data, detected behaviors, and risk classification
Automated Security Analysis

Azimuth

Azimuth deploys AI agents that actively attack your smart contracts. Running against forked mainnet environments with real transaction execution, Azimuth probes every function, chains multi-step attacks, and proves exploits end-to-end. If Azimuth reports a vulnerability, it was actually exploited — not just theoretically possible. Zero false positives. Results in minutes, not weeks.

https://app.testmachine.ai/azimuth
Dashboard
Token Custody
Webhooks
API Keys
Azimuth
New Analysis
GitHub Repository
Solidity 4 contracts 1,247 lines MIT
testmachine-ai/PrimeVault
● Analyzing
Clone
Compile
Explore
Analyze
Report
Activity Log
Agents
explorer
proposer
verifier
Progress
Contracts0/4
Investigated0
Confirmed0
False Pos.0
Security Analysis Report
✓ Completed
12.6m total
Investigated
0
Confirmed
0
False Positives
0
Analysis Time
12.6m
100% signal · 0 false positives
4.8M tokens · $0.05 total cost
Findings Critical 1 Low 1
FindingImpactLikelihoodRiskStatus
Reentrancy in withdraw() enables fund drainageCriticalHighCriticalConfirmed
Arithmetic overflow in pendingReward calculationMediumLowLowConfirmed
Why TestMachine

Not Another Audit Tool

Traditional Audit
×
One-time review A snapshot of your code on a single day. Tomorrow it's already redundant.
×
Weeks of waiting Manual analysis takes time. Security reviews slow releases while new threats continue to emerge.
×
Blind to runtime behavior Audits analyze code statically. They can't observe how contracts actually behave during real transactions.
×
False confidence 100% of major 2024 hacks hit audited projects. A report doesn't guarantee safety.
vs
TestMachine
✓
Continuous adversarial testing AI agents continuously attack your contracts, detecting vulnerabilities introduced by upgrades, integrations, or state changes.
✓
Seconds, not weeks Automated scans at machine speed, producing results in minutes instead of weeks of manual review.
✓
Full EVM simulation Attacks run inside a forked mainnet environment, replicating real transaction behavior to uncover true exploit paths.
✓
Zero false positives If Azimuth reports a vulnerability, it has already been successfully exploited. No more noise or guesswork.
Explore Products →
Trusted By

Securing tokens and protocols for leading exchanges, protocols, and institutions.

Avalanche
Concrete
InferenceLabs
Infinifi
Spectral
Paragon
Membrane
Backed By

$6.5M raised to scale AI-driven blockchain security

Lead Lead Lead Lead

Get in Touch

Ready to secure your Web3 project? Let's talk about how TestMachine can protect your protocol.

We typically respond within 24 hours.

Or email us directly at contact@testmachine.ai

20 W 34th St, New York, NY